pytorch/skill-writer
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
npx skills add https://github.com/pytorch/pytorch/tree/main/skills/skill-writerGuide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
This repo contains 8 individual skills — each has its own dedicated page.
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.
Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.
Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.
Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.
Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes, or when the user mentions "review PR", "code review", or "check this PR".
Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to triage an issue.
An agent skill that guides solo founders through building an AI-powered SaaS business using a 30-step interactive playbook
The composable agent development environment. Built in Zig. Modal. Extensible. Everything above the primitives is a plugin.
在 任意Agent（如Claude Code） 中使用 GPT Image 2生成图像，复用你现有的 ChatGPT Plus 或 Pro 订阅；无需单独的 OpenAI API密钥，也没有按图计费。通过本地 Codex CLI 支持文生图、图生图编辑、风格迁移和多参考图组合。
A unified diagramming skill for Claude Code and Antigravity IDE (Gemini CLI). It pairs multi-engine diagrammatic DSLs (PlantUML, C4, D2, Mermaid, Graphviz, ERD, BPMN) with editorial design guidelines, producing interactive SVG viewers, dark-mode gallery indexes, and shareable Kroki URLs — all from a single Python-backed skill.
Clean up, organize and index any markdown knowledge base (Obsidian/PARA) with Karpathy's 3-layer LLM-wiki method. Works as an AI agent skill or standalone Python.
Provide Android development skills and tools to build, test, and upgrade real apps with Kotlin, Compose, XML, and legacy modernization solutions.